{"id":13760863,"url":"https://github.com/hpanwar08/document-layout-analysis-app","last_synced_at":"2025-05-10T11:32:02.602Z","repository":{"id":216216326,"uuid":"297685448","full_name":"hpanwar08/document-layout-analysis-app","owner":"hpanwar08","description":"Simple docker deployment of document layout analysis using detectron2","archived":false,"fork":false,"pushed_at":"2021-11-07T09:52:43.000Z","size":180,"stargazers_count":20,"open_issues_count":1,"forks_count":18,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-11-16T18:34:10.389Z","etag":null,"topics":["docker","document-layout-analysis","python","reactjs"],"latest_commit_sha":null,"homepage":"","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hpanwar08.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2020-09-22T15:05:14.000Z","updated_at":"2024-07-16T07:32:44.000Z","dependencies_parsed_at":"2024-01-09T03:57:22.479Z","dependency_job_id":"49b0274d-5c17-4b2a-be29-6c20d280af8e","html_url":"https://github.com/hpanwar08/document-layout-analysis-app","commit_stats":null,"previous_names":["hpanwar08/document-layout-analysis-app"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hpanwar08%2Fdocument-layout-analysis-app","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hpanwar08%2Fdocument-layout-analysis-app/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hpanwar08%2Fdocument-layout-analysis-app/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hpanwar08%2Fdocument-layout-analysis-app/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hpanwar08","download_url":"https://codeload.github.com/hpanwar08/document-layout-analysis-app/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253410683,"owners_count":21904129,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["docker","document-layout-analysis","python","reactjs"],"created_at":"2024-08-03T13:01:24.809Z","updated_at":"2025-05-10T11:32:02.164Z","avatar_url":"https://github.com/hpanwar08.png","language":"JavaScript","funding_links":[],"categories":["JavaScript"],"sub_categories":[],"readme":"# Document Layout Analysis App\nSimple docker deployment of document layout analysis using detectron2. Trained on Publaynet dataset.\n\n### Backend is built in Flask\n### Frontend is built in React\n\n### Steps to build\n* Run `docker-compose up --build` from the main folder\n* Mask RCNN R101 will be auto downloaded\n* Type `localhost:3000` in browser and upload and image\n\n### (Optional) To use model other than Mask RCNN R101\n* Download pre-trained model refered in https://github.com/hpanwar08/detectron2  (default Resnet101 model can be downloaded from [MaskRCNN Resnet101 FPN 3X](https://www.dropbox.com/sh/wgt9skz67usliei/AAD9n6qbsyMz1Y3CwpZpHXCpa?dl=0) )\n* Copy the downloaded model in `backend` folder\n* Download config yaml refered in https://github.com/hpanwar08/detectron2  (default Resnet101 config yaml is already present in `backend` folder)\n* Copy the downloaded config yaml in `backend` folder\n* Update the `model_config.yaml` file with model file name and config yaml file name (not required if using default values)\n* Run `docker-compose up --build` from the main folder\n* Type `localhost:3000` in browser and upload and image\n\nNote: It takes time to build the image\n\n| \u003cimg src=\"assets/images/1.JPG\" width=400\u003e | \u003cimg src=\"assets/images/2.JPG\" width=400\u003e |\n|---------------------------------------------------------------------------|---------------------------------------------------------------------------|\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhpanwar08%2Fdocument-layout-analysis-app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhpanwar08%2Fdocument-layout-analysis-app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhpanwar08%2Fdocument-layout-analysis-app/lists"}